{"id":"https://openalex.org/W4403843540","doi":"https://doi.org/10.3390/sym16111431","title":"Tourism Recommendation Algorithm Based on the Mobile Intelligent Connected Vehicle Service Platform","display_name":"Tourism Recommendation Algorithm Based on the Mobile Intelligent Connected Vehicle Service Platform","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4403843540","doi":"https://doi.org/10.3390/sym16111431"},"language":"en","primary_location":{"id":"doi:10.3390/sym16111431","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111431","pdf_url":"https://www.mdpi.com/2073-8994/16/11/1431/pdf?version=1730113577","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/16/11/1431/pdf?version=1730113577","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032045674","display_name":"Xiao Zhou","orcid":"https://orcid.org/0000-0003-4493-2785"},"institutions":[{"id":"https://openalex.org/I2802584641","display_name":"Leshan Normal University","ror":"https://ror.org/036cvz290","country_code":"CN","type":"education","lineage":["https://openalex.org/I2802584641"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]},{"id":"https://openalex.org/I52604927","display_name":"PLA Army Service Academy","ror":"https://ror.org/02syyrn67","country_code":"CN","type":"education","lineage":["https://openalex.org/I52604927"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zhou","raw_affiliation_strings":["Department of Military Logistic, Army Logistics Academy, Chongqing 401331, China","Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China"],"raw_orcid":"https://orcid.org/0000-0003-4493-2785","affiliations":[{"raw_affiliation_string":"Department of Military Logistic, Army Logistics Academy, Chongqing 401331, China","institution_ids":["https://openalex.org/I52604927"]},{"raw_affiliation_string":"Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China","institution_ids":["https://openalex.org/I2802584641"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021251779","display_name":"Rui Li","orcid":"https://orcid.org/0000-0001-5167-2956"},"institutions":[{"id":"https://openalex.org/I52604927","display_name":"PLA Army Service Academy","ror":"https://ror.org/02syyrn67","country_code":"CN","type":"education","lineage":["https://openalex.org/I52604927"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Li","raw_affiliation_strings":["Department of Military Logistic, Army Logistics Academy, Chongqing 401331, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Military Logistic, Army Logistics Academy, Chongqing 401331, China","institution_ids":["https://openalex.org/I52604927"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016065545","display_name":"Fei Teng","orcid":"https://orcid.org/0000-0001-9535-7245"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Teng","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085238053","display_name":"Juan Pan","orcid":"https://orcid.org/0009-0000-0140-3088"},"institutions":[{"id":"https://openalex.org/I2802584641","display_name":"Leshan Normal University","ror":"https://ror.org/036cvz290","country_code":"CN","type":"education","lineage":["https://openalex.org/I2802584641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Pan","raw_affiliation_strings":["Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China","institution_ids":["https://openalex.org/I2802584641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112113962","display_name":"Taiping Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I2802584641","display_name":"Leshan Normal University","ror":"https://ror.org/036cvz290","country_code":"CN","type":"education","lineage":["https://openalex.org/I2802584641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiping Zhao","raw_affiliation_strings":["Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Culture and Tourism, Leshan Vocational and Technical College, Leshan 614000, China","institution_ids":["https://openalex.org/I2802584641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016065545","https://openalex.org/A5021251779"],"corresponding_institution_ids":["https://openalex.org/I4800084","https://openalex.org/I52604927"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.3666,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59248027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"11","first_page":"1431","last_page":"1431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.8200975656509399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7617277503013611},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6781945824623108},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.648169994354248},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.586862325668335},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5685456395149231},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5408850312232971},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4902229905128479},{"id":"https://openalex.org/keywords/blossom-algorithm","display_name":"Blossom algorithm","score":0.47687584161758423},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4345618188381195},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.42473235726356506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35850459337234497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20405131578445435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17795494198799133},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11325019598007202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10740196704864502},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07452335953712463}],"concepts":[{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.8200975656509399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7617277503013611},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6781945824623108},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.648169994354248},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.586862325668335},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5685456395149231},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5408850312232971},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4902229905128479},{"id":"https://openalex.org/C61455927","wikidata":"https://www.wikidata.org/wiki/Q1030529","display_name":"Blossom algorithm","level":3,"score":0.47687584161758423},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4345618188381195},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.42473235726356506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35850459337234497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20405131578445435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17795494198799133},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11325019598007202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10740196704864502},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07452335953712463},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/sym16111431","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111431","pdf_url":"https://www.mdpi.com/2073-8994/16/11/1431/pdf?version=1730113577","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4c60da07754a44b2b2ca1c3240f06772","is_oa":false,"landing_page_url":"https://doaj.org/article/4c60da07754a44b2b2ca1c3240f06772","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 16, Iss 11, p 1431 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/sym16111431","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111431","pdf_url":"https://www.mdpi.com/2073-8994/16/11/1431/pdf?version=1730113577","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403843540.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W335644182","https://openalex.org/W2291798001","https://openalex.org/W2506580429","https://openalex.org/W2565451318","https://openalex.org/W2587886417","https://openalex.org/W2614730315","https://openalex.org/W2626800801","https://openalex.org/W2739793922","https://openalex.org/W2803429617","https://openalex.org/W2913477752","https://openalex.org/W2944735495","https://openalex.org/W2949873182","https://openalex.org/W2966271438","https://openalex.org/W2973030310","https://openalex.org/W2977875152","https://openalex.org/W2981958829","https://openalex.org/W2989753798","https://openalex.org/W2991384652","https://openalex.org/W3019573818","https://openalex.org/W3033926587","https://openalex.org/W3047350145","https://openalex.org/W3088559704","https://openalex.org/W3094889674","https://openalex.org/W3100990817","https://openalex.org/W3196418609","https://openalex.org/W3214334206","https://openalex.org/W4206291403","https://openalex.org/W4223489473","https://openalex.org/W4224325917","https://openalex.org/W4225115617","https://openalex.org/W4281478295","https://openalex.org/W4285384560","https://openalex.org/W4293255303","https://openalex.org/W4293583448","https://openalex.org/W4294142922","https://openalex.org/W4296364664","https://openalex.org/W4296996955","https://openalex.org/W4297201084","https://openalex.org/W4298138010","https://openalex.org/W4304606360","https://openalex.org/W4304606527","https://openalex.org/W4304761899","https://openalex.org/W4306923130","https://openalex.org/W4307356454","https://openalex.org/W4309216093","https://openalex.org/W4309216874","https://openalex.org/W4316464645","https://openalex.org/W4317436157","https://openalex.org/W4385666552","https://openalex.org/W4390730225","https://openalex.org/W4391139214","https://openalex.org/W4391373512","https://openalex.org/W6842653602","https://openalex.org/W6846598168","https://openalex.org/W6846776162","https://openalex.org/W6849065125"],"related_works":["https://openalex.org/W2162876420","https://openalex.org/W2362975861","https://openalex.org/W2103432623","https://openalex.org/W2290243676","https://openalex.org/W1592682627","https://openalex.org/W2407385737","https://openalex.org/W2385361142","https://openalex.org/W4295762832","https://openalex.org/W2366714142","https://openalex.org/W2277362400"],"abstract_inverted_index":{"As":[0,168,213],"to":[1,169,204,214,231,264,280],"the":[2,17,23,28,40,51,57,66,72,78,82,85,88,101,107,112,116,119,129,132,142,145,149,152,170,174,179,184,205,215,218,221,225,232,238,242,260,265,269,281],"problems":[3],"in":[4,84,209,247,274],"current":[5],"tourism":[6,12,52,58],"recommendation,":[7],"this":[8],"paper":[9],"proposes":[10],"a":[11,95,188,196],"recommendation":[13,36,41,63,97,284],"algorithm":[14,55,98,136,147,157,186,223,244,271],"based":[15,99],"on":[16,100,128,148],"mobile":[18],"ICV":[19,24,89,124,133],"service":[20,25,42],"platform.":[21],"Firstly,":[22],"system":[26],"for":[27,259],"Point":[29],"of":[30,68,87,115,123,144,151,178,191,199,217,249,257,276,291],"Interest":[31],"(POI)":[32],"searching":[33,60],"and":[34,56,61,81,106,165,173,195],"route":[35,62,135,250,277],"is":[37,44,104,137,245,272],"designed.":[38],"Secondly,":[39],"model":[43],"set":[45],"up":[46],"from":[47],"two":[48],"aspects,":[49],"namely":[50],"POI":[53,59,96,153,180],"clustering":[54],"algorithm.":[64],"In":[65],"aspect":[67,150],"symmetrical-based":[69],"matching":[70,154,181,210],"features,":[71],"clustered":[73],"POIs":[74,83,108,208],"are":[75,92,125],"matched":[76],"with":[77,237,252,286],"tourists\u2019":[79,102,155,211],"interests,":[80,156],"neighborhood":[86],"dynamic":[90,120],"locations":[91],"searched.":[93],"Then,":[94],"interests":[103,114],"constructed,":[105],"that":[109],"best":[110],"match":[111],"symmetrical":[113],"tourists":[117],"within":[118],"buffer":[121],"zones":[122],"confirmed.":[126],"Based":[127],"recommended":[130],"POIs,":[131],"guidance":[134,219],"constructed.":[138],"The":[139],"experiment":[140],"verifies":[141],"advantages":[143],"proposed":[146,185,222,243,270],"stability,":[158],"traveling":[159,162],"time":[160],"cost,":[161,251],"distance":[163],"cost":[164,216,227,255,278,289],"computational":[166],"complexity.":[167],"iterative":[171,175],"sum":[172,176],"average":[177,226,254,288],"function":[182],"values,":[183],"has":[187],"performance":[189],"improvement":[190,198],"at":[192,200],"least":[193,201],"20.2%":[194],"stability":[197],"20.5%":[202],"compared":[203,230,263,279],"randomly":[206],"selected":[207],"interests.":[212],"routes,":[220],"reduces":[224],"by":[228],"19.6%":[229],"other":[233],"suboptimal":[234],"routes.":[235],"Compared":[236],"control":[239,266,282],"group":[240,283],"algorithms,":[241,285],"superior":[246,273],"terms":[248,275],"an":[253,287],"reduction":[256,290],"13.8%":[258],"output":[261],"routes":[262],"group.":[267],"Also,":[268],"11.2%.":[292]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
